2 papers
cs.AI2026
Instruction Bleed: Cross-Module Interference in Prompt-Composed Agentic Systems
Ching-Yu Lin, Yifan Liu
Practitioners of prompt-composed agentic systems report a recurring failure mode: editing one prompt module silently shifts the behavior of others despite no shared variable or exe…
cs.MA2025
Single-agent or Multi-agent Systems? Why Not Both?
Mingyan Gao, Yanzi Li, Banruo Liu +4
Multi-agent systems (MAS) decompose complex tasks and delegate subtasks to different large language model (LLM) agents and tools. Prior studies have reported the superior accuracy…